When villagers or other mobs walk over candles, they jump over it, instead of just walking onto it like on slabs, even though candles are lower then slabs.
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Reopened, I think pathfinding is unrelated to where a block can be placed.

Did you want then to set their feets on fire?
Jack be nimble!